Noometry

Type ranking

Best Open-Source LLMs in October 2026

As of October 2026, Kimi K3 leads the Noometry Index with a score of 59.5, ahead of GLM-5.3 at 54.8.

Last verified

Models whose weights you can download and run yourself. Check each license for commercial terms.

  1. Kimi K3 59.5
  2. GLM-5.3 54.8
  3. DeepSeek V4 Pro 54.3
  4. DeepSeek V4 Flash 53.6
  5. DeepSeek V4.1 Flash 52.8
  6. GLM-5.3-Flash 51.8
  7. GLM-5.2 51.1
  8. MiMo-V2.6-Pro 50.3
  9. MiMo-V2.6-Flash 48.5
  10. Kimi K2.5 48.1

Full ranking

1 Kimi K3Moonshot AIOpen1.05M59.5 $3 $15 9.92—
2 GLM-5.3Z.ai (Zhipu)Open1M54.8 $1.40 $4.40 25.5—
3 DeepSeek V4 ProDeepSeekOpen1M54.3 $0.66 $1.98 54.916
4 DeepSeek V4 FlashDeepSeekOpen1M53.6 $0.15 $0.60 2046
5 DeepSeek V4.1 FlashDeepSeekOpen1M52.8 $0.15 $0.60 201—
6 GLM-5.3-FlashZ.ai (Zhipu)Open1M51.8 $0.15 $0.50 218—
7 GLM-5.2Z.ai (Zhipu)Open1M51.1 $1.40 $4.40 23.823
8 MiMo-V2.6-ProXiaomiOpen1.05M50.3 $0.43 $0.87 92.5—
9 MiMo-V2.6-FlashXiaomiOpen1.05M48.5 $0.14 $0.28 277—
10 Kimi K2.5Moonshot AIOpen262K48.1 $0.45 $2.25 53.466
11 GLM-5.1Z.ai (Zhipu)Open200K47.8 $1.40 $4.40 22.2—
12 Kimi K2.6Moonshot AIOpen262K47.7 $0.95 $4 27.8—
13 Inkling-SmallThinking Machines LabOpen524K46.5 $0.45 $1.20 72.9—
14 GLM-5Z.ai (Zhipu)Open205K46.1 $1 $3.20 29.723
15 Qwen3.5 397B-A17BAlibaba (Qwen)Open262K46.0 $0.60 $3.60 34.19
16 Qwen3.8 27BAlibaba (Qwen)Open262K46.0 $0.99 $1.49 41.2—
17 Kimi K2 Thinking TurboMoonshot AIOpen—45.8 — — ——
18 Hy4 previewTencentOpen1.05M45.3 $0.75 $2.25 40.2—
19 MiMo-V2.5-ProXiaomiOpen1.05M45.2 $0.43 $0.87 83.2—
20 DeepSeek-V3.2-ExpDeepSeekOpen164K44.3 $0.26 $0.38 15316
21 Hy3TencentOpen262K44.2 $0.0825 $0.33 306—
22 InklingThinking Machines LabOpen66K44.1 $1.87 $4.68 17.1—
23 MiniMax-M3MiniMaxOpen1M43.8 $0.30 $1.20 83.4—
24 Kimi K2.5 InstantMoonshot AIOpen—43.6 — — ——
25 Gemma 4 31B ITGoogleOpen262K43.5 $0.09 $0.34 2863
26 Qwen3 235B-A22BAlibaba (Qwen)Open131K43.5 $0.70 $2.80 35.585
27 Gemma 4 26B A4B ITGoogleOpen262K43.5 $0.0675 $0.23 407—
28 MiMo-V2.5XiaomiOpen1.05M43.4 $0.14 $0.28 248—
29 Kimi K2.7 CodeMoonshot AIOpen262K43.3 $0.95 $4 25.3—
30 Qwen3-VL 235B-A22BAlibaba (Qwen)Open131K43.2 $0.70 $2.80 35.3—
31 DeepSeek-V3.1-TerminusDeepSeekOpen164K43.1 $0.27 $1 95.430
32 Qwen3-Next 80B-A3B InstructAlibaba (Qwen)Open131K43.0 $0.50 $2 49.2111
33 DeepSeek-V3.1DeepSeekOpen164K42.8 $0.25 $0.95 101328
34 Nemotron 3 UltraNVIDIAOpen262K42.5 $0.50 $2.20 45.9—
35 Step 3.5 FlashStepFunOpen256K42.3 $0.10 $0.30 282—
36 Qwen3.6 27BAlibaba (Qwen)Open262K42.2 $0.60 $3.60 31.3—
37 Qwen3.5 122B-A10BAlibaba (Qwen)Open262K42.1 $0.40 $3.20 38.3—
38 Longcat Flash ChatMeituanOpen—42.1 — — —69
39 GLM-4.5Z.ai (Zhipu)Open131K42.0 $0.60 $2.20 4232
40 Qwen3.5 35B-A3BAlibaba (Qwen)Open262K42.0 $0.25 $2 61—
41 GLM-4.7Z.ai (Zhipu)Open205K42.0 $0.60 $2.20 42—
42 Qwen3.5 27BAlibaba (Qwen)Open262K41.9 $0.30 $2.40 50.7—
43 Granite 4.2 30bIBMOpen—41.8 — — ——
44 Muse GlimmerMetaOpen—41.7 — — ——
45 GLM-4.6Z.ai (Zhipu)Open205K41.4 $0.60 $2.20 41.412
46 GLM-4.6VZ.ai (Zhipu)Open128K41.3 $0.30 $0.90 91.8—
47 MiMo-V2-FlashXiaomiOpen262K41.3 $0.14 $0.28 236—
48 Kimi K2 (Jul 2025)Moonshot AIOpen262K41.2 $0.57 $2.30 41.1201
49 Nemotron 3 Nano 30B A3BNVIDIAOpen262K40.6 $0.05 $0.20 464—
50 Granite 4.2 8BIBMOpen131K40.5 $0.06 $0.25 377—
51 Step 3StepFunOpen—40.5 — — —7
52 MiniMax M1MiniMaxOpen1M40.3 $0.55 $2.20 41.9—
53 Nvidia Llama 3.3 Nemotron Super 49b v1.5NVIDIAOpen131K40.3 $0.40 $0.40 101—
54 Mistral Medium 3.5Mistral AIOpen262K40.2 $1.50 $7.50 13.450
55 Nemotron 3 SuperNVIDIAOpen262K40.1 $0.08 $0.45 233—
56 Llama 3.3 Nemotron 49b Super v1NVIDIAOpen—40.1 — — ——
57 Nemotron 3.5 LightningNVIDIAOpen262K40.0 $0.05 $0.20 457—
58 GLM-4.5VZ.ai (Zhipu)Open64K39.8 $0.60 $1.80 44.234
59 QwQ-32BAlibaba (Qwen)Open—39.8 — — ——
60 DeepSeek-V3.2-SpecialeDeepSeekOpen128K39.7 $0.58 $1.68 46.4—
61 DeepSeek-V3DeepSeekOpen164K39.5 $0.24 $0.90 97.573
62 Olmo 3.1 32b InstructAllen Institute for AI (Ai2)Open—39.4 — — ——
63 Granite 4.2 3bIBMOpen—39.4 — — ——
64 Qwen3 32BAlibaba (Qwen)Open131K39.2 $0.70 $2.80 3286
65 Molmo 2 8bAllen Institute for AI (Ai2)Open—39.1 — — ——
66 Mistral Large 3Mistral AIOpen262K39.1 $0.25 $0.75 1047
67 GLM-4.5-AirZ.ai (Zhipu)Open131K38.9 $0.20 $1.10 91.6160
68 MiniMax-M2.1MiniMaxOpen205K38.9 $0.30 $1.20 74.2—
69 Qwen3-30B-A3BAlibaba (Qwen)Open41K38.9 $0.12 $0.50 18142
70 GLM-4.7-FlashZ.ai (Zhipu)Open200K38.8 $0.06 $0.40 268—
71 Olmo 3 32b ThinkAllen Institute for AI (Ai2)Open—38.7 — — ——
72 Trinity Large ThinkingArcee AIOpen262K38.6 $0.25 $0.80 99.7—
73 MiniMax-M2.5MiniMaxOpen205K38.3 $0.30 $1.20 7349
74 Qwen3-Coder 480B-A35B InstructAlibaba (Qwen)Open262K38.1 $1.50 $7.50 12.767
75 Olmo 3.1 32b ThinkAllen Institute for AI (Ai2)Open—37.9 — — ——
76 DeepSeek-R1-Distill-Llama-70BDeepSeekOpen—37.8 — — —18
77 MiniMax-M2.7MiniMaxOpen205K37.7 $0.30 $1.20 71.9—
78 DeepSeek-V2.5 (Sep 2024)DeepSeekOpen—37.6 — — ——
79 Qwen3.6 35B-A3BAlibaba (Qwen)Open262K37.6 $0.25 $1.49 67.5—
80 Llama 3.1 Nemotron 70b InstructNVIDIAOpen—37.6 — — ——
81 MiniMax-M2MiniMaxOpen205K37.4 $0.30 $1.20 71.217
82 Granite 4.1 8bIBMOpen—37.4 — — ——
83 Gemma 3n E4b ITGoogleOpen—37.3 — — —13
84 Step 3.7 FlashStepFunOpen256K37.3 $0.18 $1.11 89.6—
85 Llama 3.1 Nemotron Ultra 253b v1NVIDIAOpen—36.7 — — ——
86 Granite 4.0 H SmallIBMOpen—36.5 — — ——
87 Command ACohereOpen256K36.5 $2.50 $10 8.3328
88 gpt-oss-120bOpenAIOpen131K36.3 $0.037 $0.17 51755
89 Mistral MediumMistral AIOpen262K36.3 $1.50 $7.50 12.168
90 Deepseek Coder v2DeepSeekOpen—35.9 — — ——
91 C4ai Aya Expanse 32bCohereOpen128K35.9 — — ——
92 Llama 3.1 Nemotron 51b InstructNVIDIAOpen—35.9 — — ——
93 Nemotron 4 340b InstructNVIDIAOpen—35.9 — — ——
94 Llama 3.1 Tulu 3 8bAllen Institute for AI (Ai2)Open—35.7 — — ——
95 Qwen3 14BAlibaba (Qwen)Open131K35.5 $0.35 $1.40 57.979
96 DeepSeek-R1-Distill-Qwen-32BDeepSeekOpen—35.5 — — ——
97 Magistral MediumMistral AIOpen262K35.2 $2 $5 12.80
98 C4ai Aya Expanse 8bCohereOpen—34.9 — — ——
99 Qwen3 Coder NextAlibaba (Qwen)Open262K34.3 $0.12 $0.80 118—
100 Devstral Small 2505Mistral AIOpen128K34.3 $0.10 $0.30 22988
101 Qwen1.5-110BAlibaba (Qwen)Open—34.2 — — ——
102 Qwen3.5-9BAlibaba (Qwen)Open262K33.8 $0.10 $0.15 300—
103 Codellama 70b InstructMetaOpen—33.7 — — ——
104 Qwen3 8BAlibaba (Qwen)Open131K33.7 $0.18 $0.70 109—
105 Mistral SmallMistral AIOpen262K33.4 $0.15 $0.60 127120
106 Qwen2.5-Coder-32BAlibaba (Qwen)Open33K33.4 $0.66 $1 44.8—
107 Granite 3.1 2b InstructIBMOpen—33.2 — — ——
108 Gemma 2 2b ITGoogleOpen—33.1 — — ——
109 Wizardlm 70bMicrosoftOpen—33.0 — — ——
110 Phi 3 Medium 4k InstructMicrosoftOpen—33.0 — — ——
111 Tulu 3 (Tülu 3) 70BAllen Institute for AI (Ai2)Open—33.0 — — ——
112 DeepSeek-R1-Distill-Qwen-14BDeepSeekOpen—32.7 — — ——
113 Qwen1.5-14BAlibaba (Qwen)Open—32.7 — — ——
114 Olmo 2 0325 32b InstructAllen Institute for AI (Ai2)Open—32.7 — — ——
115 gpt-oss-20bOpenAIOpen131K32.5 $0.018 $0.09 90396
116 Laguna M.1PoolsideOpen262K32.5 — — ——
117 Command R+CohereOpen128K32.4 $2.50 $10 7.41—
118 Granite 3.1 8b InstructIBMOpen—32.4 — — ——
119 Pixtral LargeMistral AIOpen128K32.2 $2 $6 10.7—
120 Falcon-180BTechnology Innovation InstituteOpen—32.2 — — ——
121 Gemma 3 12BGoogleOpen131K32.1 $0.05 $0.15 428—
122 Mistral LargeMistral AIOpen131K31.9 $2 $6 10.6—
123 Qwen3-4BAlibaba (Qwen)Open—31.9 — — ——
124 Qwen2.5 72B InstructAlibaba (Qwen)Open131K31.9 $1.40 $5.60 13—
125 Llama2 70b Steerlm ChatNVIDIAOpen—31.8 — — ——
126 Mistral Small 3.1Mistral AIOpen128K31.7 $0.35 $0.56 78.8—
127 Granite 3.0 8b InstructIBMOpen—31.6 — — ——
128 Command RCohereOpen128K31.4 $0.15 $0.60 120—
129 Qwen1.5-7BAlibaba (Qwen)Open—31.4 — — ——
130 Wizardlm 13bMicrosoftOpen—31.4 — — ——
131 Qwen-14BAlibaba (Qwen)Open—31.4 — — ——
132 Phi 3 Mini 4k Instruct June 2024MicrosoftOpen—31.3 — — ——
133 Gemma 1.1 7b ITGoogleOpen—31.3 — — ——
134 Mistral Small 3Mistral AIOpen33K31.2 $0.05 $0.08 543—
135 Phi-4MicrosoftOpen128K31.2 $0.07 $0.14 357—
136 Mistral Small 3.2Mistral AIOpen256K31.2 $0.0938 $0.25 23568
137 Llama 4 MaverickMetaOpen128K30.9 $0.19 $0.65 102456
138 Phi-4 MiniMicrosoftOpen128K30.9 $0.075 $0.30 235—
139 Gemma 3 27BGoogleOpen131K30.8 $0.08 $0.16 30862
140 Qwen1.5-72BAlibaba (Qwen)Open—30.8 — — ——
141 Granite 3.0 2b InstructIBMOpen—30.8 — — ——
142 Codellama 34b InstructMetaOpen—30.8 — — ——
143 Llama 3.1-405BMetaOpen—30.7 — — —78
144 Yi-1.5-34B01.AIOpen—30.6 — — ——
145 Llama-3.3-70B-InstructMetaOpen128K30.6 $0.10 $0.32 197—
146 Qwen1.5-32BAlibaba (Qwen)Open—30.5 — — ——
147 Olmo 7b InstructAllen Institute for AI (Ai2)Open—30.3 — — ——
148 Magistral SmallMistral AIOpen128K30.2 $0.50 $1.50 40.30
149 Qwen2.5 32B InstructAlibaba (Qwen)Open131K30.1 $0.70 $2.80 24.6—
150 Gemma 7BGoogleOpen—30.0 — — ——
151 Qwen2-72BAlibaba (Qwen)Open—30.0 — — ——
152 Qwen2.5-VL 72B InstructAlibaba (Qwen)Open131K29.9 $2.80 $8.40 7.1343
153 OLMo 2 Furious 13BAllen Institute for AI (Ai2)Open—29.7 — — ——
154 Phi 3 Mini 128k InstructMicrosoftOpen—29.7 — — ——
155 phi-3-medium 14BMicrosoftOpen—29.7 — — ——
156 Gemma 2BGoogleOpen—29.6 — — ——
157 Llama 3.1-70BMetaOpen128K29.6 $0.40 $0.40 74.1—
158 Llama 2-13BMetaOpen—29.6 — — ——
159 DBRXDatabricksOpen—29.4 — — ——
160 Gemma 2 27BGoogleOpen8K29.4 $0.65 $0.65 45.2—
161 Gemma 1.1 2b ITGoogleOpen—29.3 — — ——
162 Phi 3 Small 8k InstructMicrosoftOpen—29.3 — — ——
163 Llama 2-7BMetaOpen—29.1 — — ——
164 Granite 4.0 MicroIBMOpen131K29.0 $0.017 $0.11 713—
165 Qwen2.5 7B InstructAlibaba (Qwen)Open131K29.0 $0.17 $0.70 94.6—
166 Llama 3.2 3BMetaOpen131K28.9 $0.05 $0.33 241—
167 Qwen1.5 4b ChatAlibaba (Qwen)Open—28.8 — — ——
168 Llama 3-70BMetaOpen—28.8 — — —104
169 Ministral 8BMistral AIOpen262K28.2 $0.15 $0.15 188—
170 Gemma 3 4BGoogleOpen131K28.1 $0.04 $0.08 56372
171 Phi 3 Mini 4k InstructMicrosoftOpen—27.9 — — ——
172 Yi-34B01.AIOpen—27.8 — — ——
173 Llama 4 ScoutMetaOpen128K27.7 $0.10 $0.30 184272
174 Llama 3.2 90BMetaOpen—27.5 — — ——
175 Mixtral 8x22BMistral AIOpen64K27.1 $2 $6 9.05—
176 Mixtral 8x7BMistral AIOpen32K27.1 $0.70 $0.70 38.8—
177 Qwen3-1.7BAlibaba (Qwen)Open—26.6 — — ——
178 Mistral NemoMistral AIOpen128K26.4 $0.15 $0.15 176—
179 Ministral 3BMistral AIOpen131K26.2 $0.10 $0.10 262—
180 DeepSeek-R1-Distill-Qwen-1.5BDeepSeekOpen—26.1 — — ——
181 Gemma 2 9BGoogleOpen—25.9 — — ——
182 Dolly 2.0-12bDatabricksOpen—25.5 — — ——
183 Llama 3-8BMetaOpen—25.5 — — ——
184 DeepSeek LLM 67BDeepSeekOpen—24.9 — — ——
185 Llama 13bMetaOpen—24.4 — — ——
186 Llama 2-70BMetaOpen—24.4 — — ——
187 Mistral 7BMistral AIOpen8K23.0 $0.25 $0.25 92.2—
188 Llama 3.1-8BMetaOpen128K23.0 $0.05 $0.08 400—
189 Gemma 3 1BGoogleOpen—21.1 — — ——
190 Llama 3.2 1BMetaOpen60K20.1 $0.027 $0.20 286—

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Frequently asked questions

What is the best open-source LLM?

As of October 2026, Kimi K3 leads the Noometry Index with a score of 59.5, ahead of GLM-5.3 at 54.8.

What are the top 5 in this ranking?

Kimi K3, GLM-5.3, DeepSeek V4 Pro, DeepSeek V4 Flash, DeepSeek V4.1 Flash, in that order, as of October 2026.

How is this list ranked?

By the Noometry Index, which is fitted from every public benchmark result and adjusted for how hard each benchmark is. Models need several independent results to be ranked.